Turn down volumetric smoke scale
Here's my results, although not tuned perfectly, I feel they are reasonable.
For me the trick is in setting the Smoke High Resolution and bumping up the divisions.

There is some other things in here like smoke texture, and other minor things for you to look at to fit, so I've included a blend file as well.